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秘密直播 Uses Augmented Reality to Deliver High-Quality, Low-Cost Pediatric CPR Feedback

To improve the quality of pediatric CPR, immersive technology specialists at the 秘密直播 Applied Physics Laboratory (APL) in Laurel, Maryland, and pediatric emergency physicians from 秘密直播 Children鈥檚 Center in Baltimore are developing an augmented-reality-based CPR coaching system to be used in community care settings.

The project began under a 2020 秘密直播 Digital Education and Learning Technology Acceleration () grant, designed to encourage innovation in teaching and learning.

Kleinman using the CPR system
To develop a cost-effective CPR coaching system, Jeffers, Canares and Kleinman (pictured above) looked to 秘密直播 APL鈥檚 XRCC to develop a proof-of-concept AR CPR coach 鈥 one that was dependable and modular and would reduce cognitive overload in a highly dynamic environment.

Credit: 秘密直播 APL/Craig Weiman

Why Real-Time CPR Feedback Matters

There are many roadblocks to successfully resuscitating children with CPR. For one, it is difficult to retain CPR training without frequent refreshers and practice, said James Dean, an immersive technology applications engineer at APL. Pediatric CPR presents an additional challenge because guidelines change with age, added Principal Investigator Dr. Justin Jeffers, an emergency medicine physician at 秘密直播 Children鈥檚 Center (JHCC) who leads the effort and specializes in CPR and simulation training: 鈥淭hose changing guidelines make it more difficult to remember and retain appropriate pediatric CPR skills.鈥

To address this problem, researchers at 秘密直播 Medicine developed a CPR coaching system designed to provide real-time, personalized feedback to the CPR performer. Composed of a human CPR performer and human coach, the system calls for the coach to monitor a device that displays metrics such as compression rate, compression depth and chest recoil. The coach then relays verbal feedback based on those metrics to the CPR performer, who adjusts performance accordingly.

A found this coaching system had set a gold standard for CPR quality: Following the coaching system, a CPR performer who performed simulated CPR for 18 minutes stayed within the ideal range for compression depth and rate about 60% of the time, on average. This was a marked shift from the performance of individuals unassisted by the coaching system, who stayed in the ideal ranges only about 30% of the time, on average. The study provided promising news for the more than .

鈥淚f you鈥檙e performing CPR and someone next to you is saying what you鈥檙e doing well and what you鈥檙e not doing well, you鈥檙e going to perform at a higher quality because what you have is essentially a personal CPR trainer,鈥 said Dr. Keith Kleinman, a fellow at JHCC involved in the study.

When using the AR CPR coach, the CPR performer must keep two bars 鈥 one representing compression depth and the other representing rate 鈥 inside a green box at the same time for three consecutive seconds.

Credit: 秘密直播 APL/James Dean

Augmented Reality as a Cost-Effective Solution

However, because the number of children who go into cardiac arrest is relatively small on the scale of the entire U.S. population, there鈥檚 often a lack of resources to effectively respond to this emergency. Additionally, most emergency pediatric care isn鈥檛 delivered at a specialized pediatric center.

鈥淚t鈥檚 delivered at community emergency rooms, at urgent cares or in the back of an ambulance,鈥 Kleinman said. 鈥淚f a community emergency room sees one pediatric arrest each year, it鈥檚 not going to be fully prepared for the event because of a lack of training, experience and resources.鈥

As a cost-effective option, Jeffers, Kleinman and Dr. Therese Canares, who is also a pediatric emergency medicine physician at JHCC, looked to APL鈥檚 Extended Reality Collaboration Center (XRCC) to develop a proof-of-concept augmented reality (AR) CPR coach 鈥 one that was dependable and modular and would reduce cognitive overload in a highly dynamic environment. The XRCC team supports and develops immersive technology to meet sponsor needs.

The AR CPR coaching system comprises an inertial measurement unit (IMU) sensor that sits under the performer鈥檚 palm and, powered by USB, measures changes in compression depth and rate; a lightweight and untethered headset that provides the performer with a heads-up display (HUD); and a laptop to process the IMU鈥檚 raw data and send it to the HUD, Dean explained鈥. All the system鈥檚 hardware and software communicate within a simple network environment.

鈥淚t works on a network like your home Wi-Fi, so doctors don鈥檛 need to do any custom network configuration,鈥 said Blake Schreurs, a virtual and augmented reality subject-matter expert at APL. 鈥淲e鈥檙e also using a lot of cross-platform tools and standard interfaces, so it鈥檚 pretty straightforward to swap out any one component.鈥

When using the AR CPR coach, the CPR performer must keep two bars 鈥 one representing compression depth and the other representing compression rate 鈥 inside a green box at the same time for three consecutive seconds. If one of the bars stays outside the green box for three consecutive seconds, a red screen with feedback text, like 鈥済o slower,鈥 appears in the display.

鈥淥ur synergy is unlike any collaboration I鈥檝e experienced,鈥 Canares said. 鈥淭his is a combination of brilliant engineers who can build solutions that solve critical health care problems, combined with our physician-researcher team who can run a research study and generate data. It鈥檚 a perfect pairing.鈥

The XRCC project team is part of APL鈥檚 Information Technology Services Department (ITSD) and includes Dean and Schreurs, as well as Brandon Scott, a software engineer, and Nick DeMatt, the project鈥檚 manager and ITSD鈥檚 chief engineer for engineering design and fabrication services.

鈥淐ollaborating with the JHCC team on the AR CPR project has given us an opportunity to demonstrate how AR can be valuable to the health care community,鈥 said DeMatt, who founded the XRCC in 2020 with Dean and Schreurs. 鈥淭he project鈥檚 mission is what truly drove our desire to partner.鈥

In the video above, Kleinman is helping the team conduct the system鈥檚 first feasibility test at JHCC. Results suggest that when it comes to affecting human CPR performance, feedback from the AR-based CPR coaching system is comparable to that of a human-based coaching system.

Credit: 秘密直播 Children鈥檚 Center/Therese Canares

Feasibility Tests and Expanding Collaborations

The team conducted the system鈥檚 first feasibility test at JHCC and demonstrated that a performer who receives feedback from the AR CPR coach stayed within the green box about 60% of the time, on average. This suggests that when it comes to affecting human CPR performance, feedback from the AR-based coaching system is comparable to that of a human-based coaching system.

The next feasibility test will take place among non-pediatric trained emergency room providers in community care settings in Maryland: 秘密直播 Bayview Medical Center in Baltimore and Howard County General Hospital in Columbia. As the team continues to assess the impact of the system鈥檚 feedback on CPR performers, it will also develop methods to validate the system鈥檚 benchmark metrics to determine whether the system improves the quality of CPR.

The team will continue to leverage multidisciplinary collaborations with APL researchers and engineers as the system undergoes design iterations and more testing. It is also targeting federal funding opportunities to further develop the system.

鈥淎PL is excited about the progress the project has achieved so far through its collaboration with 秘密直播 Children鈥檚 Center,鈥 said Alan Ravitz, chief engineer of APL鈥檚 National Health Mission Area. 鈥淲e look forward to maturing beyond this prototype stage to eventually transition the concept to industry so that it may impact the lives of children worldwide.鈥